Hyeok-Jun Kweon
– KAIST (Ph.D course in Mechanical Engineering, 2020.03 ~ Now)
– KAIST (M.S. course in Mechanical Engineering, 2018.03~2020.02)
– KAIST (B.S. course in Mechanical Engineering, 2014.03~2018.02)
International
[ECCV 2024] Finding Meaning in Points: Weakly-Supervised Semantic Segmentation for Event Cameras
Hoonhee Cho*, Sung-Hoon Yoon*, Hyeokjun Kweon*, and Kuk-Jin Yoon (*equal contribution)
[CVPR 2024] From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation (Oral)
Hyeokjun Kweon and Kuk-Jin Yoon
[CVPR 2024] Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle
Hyeokjun Kweon*, Jihun Kim*, and Kuk-Jin Yoon
[ICCV 2023] Learning Point Cloud Completion without Complete Point Clouds: A Pose-Aware Approach
Jihun Kim, Hyeokjun Kweon, Yunseo Yang, and Kuk-Jin Yoon
[CVPR 2023] Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor
Hyeokjun Kweon*, Sung-Hoon Yoon*, and Kuk-Jin Yoon
[AAAI 2023] Pixel-wise Warping for Deep Image Stitching
Hyeokjun Kweon*, Hyeonseong Kim*, Yoonsu Kang*, Youngho Yoon*, Wooseong Jeong, and Kuk-Jin Yoon
[NeurIPS 2022] Joint Learning of 2D-3D Weakly Supervised Semantic Segmentation
Hyeokjun Kweon and Kuk-Jin Yoon
[ECCV 2022] Adversarial Erasing Framework via Triplet with Gated Pyramid Pooling Layer for Weakly Supervised Semantic Segmentation
Sung-Hoon Yoon*, Hyeokjun Kweon*, Je-Gyeong Cho, Shin-Jeong Kim, and Kuk-Jin Yoon
[ICCV 2021] Unlocking the Potential of Ordinary Classifier: Class-specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation
Hyeokjun Kweon*, Sung-Hoon Yoon*, Hyeonseong Kim, Daehee Park, and Kuk-Jin Yoon
Domestic
[제29회 Samsung Humantech Paper Award] Weakly Supervised Semantic Segmentation via Adversarial Erasing and Reconstruction Learning (동상)
Hyeokjun Kweon*, Sung-Hoon Yoon*, and Kuk-Jin Yoon
[제34회 IPIU] Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation (우수논문상 금상)
Sung-Hoon Yoon*, Hyeokjun Kweon*, Jaeseok Jeong†, Hyeonseong Kim†, Shinjeong Kim†, and Kuk-Jin Yoon
[제34회 IPIU] Pixel-wise Deep Image Stitching
Yoonsu Kang*, Hyeokjun Kweon*, Hyeonseong Kim *, Youngho Yoon, Wooseong Jeong, Kuk-Jin Yoon
[제33회 IPIU] MiCAM: Mining Class Activation Maps with Image-level Supervision for Weakly Supervised Semantic Segmentation
권혁준*, 윤성훈*, 김현성, 박대희, 윤국진
[제33회 IPIU] 중첩 영역을 이용한 대응점 기반 다시점 영상 색상 보정 방법의 강건화
권혁준*, 정재석*, 윤국진
Challenge
[CVPRW 2021] CVPRW 2021 DSEC competition (track using only event data)
Hyeokjun Kweon*, Jaeseok Jeong*, Sung-hoon Yoon*, Yujeong Chae*, and Kuk-Jin Yoon
- Personal Info
-
– KAIST (Ph.D course in Mechanical Engineering, 2020.03 ~ Now)
– KAIST (M.S. course in Mechanical Engineering, 2018.03~2020.02)
– KAIST (B.S. course in Mechanical Engineering, 2014.03~2018.02)
- Publication
-
International
[ECCV 2024] Finding Meaning in Points: Weakly-Supervised Semantic Segmentation for Event Cameras
Hoonhee Cho*, Sung-Hoon Yoon*, Hyeokjun Kweon*, and Kuk-Jin Yoon (*equal contribution)[CVPR 2024] From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation (Oral)
Hyeokjun Kweon and Kuk-Jin Yoon[CVPR 2024] Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle
Hyeokjun Kweon*, Jihun Kim*, and Kuk-Jin Yoon[ICCV 2023] Learning Point Cloud Completion without Complete Point Clouds: A Pose-Aware Approach
Jihun Kim, Hyeokjun Kweon, Yunseo Yang, and Kuk-Jin Yoon[CVPR 2023] Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor
Hyeokjun Kweon*, Sung-Hoon Yoon*, and Kuk-Jin Yoon[AAAI 2023] Pixel-wise Warping for Deep Image Stitching
Hyeokjun Kweon*, Hyeonseong Kim*, Yoonsu Kang*, Youngho Yoon*, Wooseong Jeong, and Kuk-Jin Yoon[NeurIPS 2022] Joint Learning of 2D-3D Weakly Supervised Semantic Segmentation
Hyeokjun Kweon and Kuk-Jin Yoon[ECCV 2022] Adversarial Erasing Framework via Triplet with Gated Pyramid Pooling Layer for Weakly Supervised Semantic Segmentation
Sung-Hoon Yoon*, Hyeokjun Kweon*, Je-Gyeong Cho, Shin-Jeong Kim, and Kuk-Jin Yoon[ICCV 2021] Unlocking the Potential of Ordinary Classifier: Class-specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation
Hyeokjun Kweon*, Sung-Hoon Yoon*, Hyeonseong Kim, Daehee Park, and Kuk-Jin Yoon
Domestic[제29회 Samsung Humantech Paper Award] Weakly Supervised Semantic Segmentation via Adversarial Erasing and Reconstruction Learning (동상)
Hyeokjun Kweon*, Sung-Hoon Yoon*, and Kuk-Jin Yoon[제34회 IPIU] Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation (우수논문상 금상)
Sung-Hoon Yoon*, Hyeokjun Kweon*, Jaeseok Jeong†, Hyeonseong Kim†, Shinjeong Kim†, and Kuk-Jin Yoon[제34회 IPIU] Pixel-wise Deep Image Stitching
Yoonsu Kang*, Hyeokjun Kweon*, Hyeonseong Kim *, Youngho Yoon, Wooseong Jeong, Kuk-Jin Yoon[제33회 IPIU] MiCAM: Mining Class Activation Maps with Image-level Supervision for Weakly Supervised Semantic Segmentation
권혁준*, 윤성훈*, 김현성, 박대희, 윤국진[제33회 IPIU] 중첩 영역을 이용한 대응점 기반 다시점 영상 색상 보정 방법의 강건화
권혁준*, 정재석*, 윤국진Challenge
[CVPRW 2021] CVPRW 2021 DSEC competition (track using only event data)
Hyeokjun Kweon*, Jaeseok Jeong*, Sung-hoon Yoon*, Yujeong Chae*, and Kuk-Jin Yoon - Projects
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